Couldn't agree more, the amount of researchers working towards, explainability and interpretability are very less. We need 20 times more than what we currently have.

I wrote a few article on this exact same topic a year or so ago, you will love those:

https://medium.com/aiguys/ai-needs-some-serious-regulation-140f7b9143f7